Welcome to the show! Today, we dive into The AI Scientist, an automated framework designed for open-ended scientific discovery. Discover how it generates hundreds of research ideas and full papers weekly, covering areas like diffusion modeling, language modeling, and the grokking phenomenon. We'll explore its three-phase process, from idea generation to experimental iteration and paper write-up, driven by large language models and specialized tools.